Big Data Integration (Synthesis Lectures on Data Management)

0 avg rating
( 0 ratings by Goodreads )
 
9781627052238: Big Data Integration (Synthesis Lectures on Data Management)

The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data. BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources are very dynamic, and the number of data sources is also rapidly exploding. Third, data sources are extremely heterogeneous in their structure and content, exhibiting considerable variety even for substantially similar entities. Fourth, the data sources are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of data provided. This book explores the progress that has been made by the data integration community on the topics of schema alignment, record linkage and data fusion in addressing these novel challenges faced by big data integration. Each of these topics is covered in a systematic way: first starting with a quick tour of the topic in the context of traditional data integration, followed by a detailed, example-driven exposition of recent innovative techniques that have been proposed to address the BDI challenges of volume, velocity, variety, and veracity. Finally, it presents merging topics and opportunities that are specific to BDI, identifying promising directions for the data integration community.

"synopsis" may belong to another edition of this title.

About the Author:

Xin Luna Dong is a senior research scientist at Google Inc. Prior to joining Google, she worked for AT&T Labs-Research. She received her Ph.D. from University of Washington, received a Master's Degree from Peking University in China, and a Bachelor's Degree from Nankai University in China. Her research interests include databases, information retrieval, and machine learning, with an emphasis on data integration, data cleaning, knowledge bases, and personal information management. She has published more than 50 papers in top conferences and journals in the field of data integration, and got the Best Demo award (one of top-3) in Sigmod 2005. She is the PC co-chair for WAIM 2015 and has served as an area chair for Sigmod 2015, ICDE 2013, and CIKM 2011. Divesh Srivastava is the head of Database Research at AT&T Labs-Research. He is a fellow of the Association for Computing Machinery (ACM), on the board of trustees of the VLDB Endowment, the managing editor of the Proceedings of the VLDB Endowment (PVLDB), and an associate editor of the ACM Transactions on Database Systems. He received his Ph.D. from the University of Wisconsin, Madison, and his Bachelor of Technology from the Indian Institute of Technology, Bombay, India. His research interests and publications span a variety of topics in data management. He has published over 250 papers in top conferences and journals. He has served as PC Chair or Co-chair of many international conferences including ICDE 2015 (Industrial) and VLDB 2007.

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

Dong, Xin Luna
Published by Morgan and Claypool Publishers (2014)
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description Morgan and Claypool Publishers, 2014. PAP. Book Condition: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # IP-9781627052238

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 56.98
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

2.

Dong, Xin Luna; Srivastava, Divesh
Published by Morgan & Claypool
ISBN 10: 1627052232 ISBN 13: 9781627052238
New PAPERBACK Quantity Available: 1
Seller:
Cloud 9 Books
(Wellington, FL, U.S.A.)
Rating
[?]

Book Description Morgan & Claypool. PAPERBACK. Book Condition: New. 1627052232 New Condition. Bookseller Inventory # NEW7.1678399

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 59.99
Convert Currency

Add to Basket

Shipping: US$ 4.99
Within U.S.A.
Destination, Rates & Speeds

3.

Dong, Xin Luna
Published by Morgan and Claypool Publishers (2014)
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Quantity Available: > 20
Print on Demand
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Morgan and Claypool Publishers, 2014. PAP. Book Condition: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Bookseller Inventory # IP-9781627052238

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 60.12
Convert Currency

Add to Basket

Shipping: US$ 12.00
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Xin Luna Dong, Divesh Srivastava
Published by Morgan Claypool Publishers, United States (2015)
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Paperback Quantity Available: 10
Seller:
Book Depository hard to find
(London, United Kingdom)
Rating
[?]

Book Description Morgan Claypool Publishers, United States, 2015. Paperback. Book Condition: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data.BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources are very dynamic, and the number of data sources is also rapidly exploding. Third, data sources are extremely heterogeneous in their structure and content, exhibiting considerable variety even for substantially similar entities. Fourth, the data sources are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of data provided.This book explores the progress that has been made by the data integration community on the topics of schema alignment, record linkage and data fusion in addressing these novel challenges faced by big data integration. Each of these topics is covered in a systematic way: first starting with a quick tour of the topic in the context of traditional data integration, followed by a detailed, example-driven exposition of recent innovative techniques that have been proposed to address the BDI challenges of volume, velocity, variety, and veracity. Finally, it presents merging topics and opportunities that are specific to BDI, identifying promising directions for the data integration community. Bookseller Inventory # TNP9781627052238

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 72.51
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

5.

Xin Luna Dong, Divesh Srivastava
Published by Morgan Claypool Publishers, United States (2015)
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Paperback Quantity Available: 10
Print on Demand
Seller:
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description Morgan Claypool Publishers, United States, 2015. Paperback. Book Condition: New. Language: English . Brand New Book ***** Print on Demand *****. The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data.BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources are very dynamic, and the number of data sources is also rapidly exploding. Third, data sources are extremely heterogeneous in their structure and content, exhibiting considerable variety even for substantially similar entities. Fourth, the data sources are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of data provided.This book explores the progress that has been made by the data integration community on the topics of schema alignment, record linkage and data fusion in addressing these novel challenges faced by big data integration. Each of these topics is covered in a systematic way: first starting with a quick tour of the topic in the context of traditional data integration, followed by a detailed, example-driven exposition of recent innovative techniques that have been proposed to address the BDI challenges of volume, velocity, variety, and veracity. Finally, it presents merging topics and opportunities that are specific to BDI, identifying promising directions for the data integration community. Bookseller Inventory # APC9781627052238

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 74.41
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

6.

Dong, Xin Luna
Published by Morgan & Claypool (2017)
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Paperback Quantity Available: > 20
Print on Demand
Seller:
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Morgan & Claypool, 2017. Paperback. Book Condition: New. Never used! This item is printed on demand. Bookseller Inventory # 1627052232

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 73.99
Convert Currency

Add to Basket

Shipping: US$ 1.99
Within U.S.A.
Destination, Rates & Speeds

7.

Xin Luna Dong, Divesh Srivastava
Published by Morgan Claypool Publishers, United States (2015)
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Paperback Quantity Available: 10
Print on Demand
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Morgan Claypool Publishers, United States, 2015. Paperback. Book Condition: New. Language: English . Brand New Book ***** Print on Demand *****.The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data.BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources are very dynamic, and the number of data sources is also rapidly exploding. Third, data sources are extremely heterogeneous in their structure and content, exhibiting considerable variety even for substantially similar entities. Fourth, the data sources are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of data provided.This book explores the progress that has been made by the data integration community on the topics of schema alignment, record linkage and data fusion in addressing these novel challenges faced by big data integration. Each of these topics is covered in a systematic way: first starting with a quick tour of the topic in the context of traditional data integration, followed by a detailed, example-driven exposition of recent innovative techniques that have been proposed to address the BDI challenges of volume, velocity, variety, and veracity. Finally, it presents merging topics and opportunities that are specific to BDI, identifying promising directions for the data integration community. Bookseller Inventory # APC9781627052238

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 76.15
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

8.

Dong, Xin Luna
Published by Morgan & Claypool
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Softcover Quantity Available: 1
Seller:
Ohmsoft LLC
(Lake Forest, IL, U.S.A.)
Rating
[?]

Book Description Morgan & Claypool. Book Condition: New. Worldwide shipping. FREE fast shipping inside USA (express 2-day delivery also available). Tracking service included. Ships from United States of America. Bookseller Inventory # 1627052232

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 84.00
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

9.

Divesh Srivastava
Published by Morgan & Claypool
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Paperback Quantity Available: > 20
Seller:
BuySomeBooks
(Las Vegas, NV, U.S.A.)
Rating
[?]

Book Description Morgan & Claypool. Paperback. Book Condition: New. 110 pages. Dimensions: 0.0in. x 0.0in. x 0.0in. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Bookseller Inventory # 9781627052238

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 84.96
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

10.

Xin Luna Dong; Divesh Srivastava
ISBN 10: 1627052232 ISBN 13: 9781627052238
New Quantity Available: 1
Seller:
Speedy Hen LLC
(Sunrise, FL, U.S.A.)
Rating
[?]

Book Description Book Condition: New. Bookseller Inventory # ST1627052232. Bookseller Inventory # ST1627052232

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 93.23
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book